{"id":"W2925202408","doi":"10.1101/589226","title":"Effect of READ1 on latent profiles of reading disability and comorbid attention and language learning disability subtypes","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Hospital for Sick Children","funders":"","keywords":"Neurocognitive; Dyslexia; Reading disability; Psychology; Attention deficit hyperactivity disorder; Genetic architecture; Developmental psychology; Population; Allele; Reading (process); Clinical psychology; Cognition; Genetics; Medicine; Psychiatry; Biology; Gene; Quantitative trait locus; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002985,0.0005181318,0.0003653479,0.0006763783,0.0004950804,0.0007965167,0.0004456747,0.0005329304,0.004984492],"category_scores_gemma":[0.003832937,0.0002052197,0.000865651,0.0004479593,0.0004238553,0.0003345279,0.0008866421,0.0008954927,0.000362319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735594,"about_ca_system_score_gemma":0.0002356871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004601751,"about_ca_topic_score_gemma":0.004766228,"domain_scores_codex":[0.9989748,0.0003603932,0.00006741838,0.0003517511,0.0001190587,0.0001265361],"domain_scores_gemma":[0.9964479,0.001559481,0.001086381,0.0003800317,0.0001240128,0.0004021686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004177402,0.0002801441,0.9811183,0.00002309677,0.0004001391,0.0002708011,0.0001592348,0.0002998327,0.004930945,0.000164675,0.0001906485,0.007984813],"study_design_scores_gemma":[0.00004959255,0.0005219869,0.9953882,0.00001462436,0.0001720298,0.0004146212,0.000187029,0.001911067,0.0009350051,0.0001722848,0.0002256311,0.000008056834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990603,0.00005724151,0.0001786423,0.00004388034,0.00000345085,0.000003883297,0.0003090606,0.000008690118,0.0003348107],"genre_scores_gemma":[0.9990783,0.00002164956,0.0001642069,0.00001220363,0.000004227013,0.000007117113,0.0002705774,0.000007429393,0.0004342987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004984492,"threshold_uncertainty_score":0.01667482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038363415518354,"score_gpt":0.2682077836775824,"score_spread":0.2578241495223988,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}